Dataset statistics
| Number of variables | 29 |
|---|---|
| Number of observations | 25272 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 1542 |
| Duplicate rows (%) | 6.1% |
| Total size in memory | 5.6 MiB |
| Average record size in memory | 232.0 B |
Variable types
| Numeric | 19 |
|---|---|
| Categorical | 10 |
| Dataset has 1542 (6.1%) duplicate rows | Duplicates |
Семестр is highly overall correlated with Накоп зачет сразу and 1 other fields | High correlation |
зачет сразу is highly overall correlated with незачет сразу | High correlation |
удовлетворительно сразу is highly overall correlated with Накоп удовлетворительно сразу | High correlation |
отлично сразу is highly overall correlated with Накоп отлично сразу | High correlation |
зачет с исправлением is highly overall correlated with незачет до исправления | High correlation |
незачет до исправления is highly overall correlated with зачет с исправлением and 1 other fields | High correlation |
Накоп незачет сразу is highly overall correlated with незачет сразу | High correlation |
Накоп зачет сразу is highly overall correlated with Семестр and 3 other fields | High correlation |
Накоп удовлетворительно сразу is highly overall correlated with удовлетворительно сразу and 1 other fields | High correlation |
Накоп хорошо сразу is highly overall correlated with Семестр and 1 other fields | High correlation |
Накоп отлично сразу is highly overall correlated with отлично сразу and 1 other fields | High correlation |
Накоп зачет с исправлением is highly overall correlated with Накоп незачет до исправления | High correlation |
Накоп удовлетворительно с исправлением is highly overall correlated with Накоп зачет до исправления | High correlation |
Накоп хорошо с исправлением is highly overall correlated with Накоп удовлетворительно до исправления | High correlation |
Накоп незачет до исправления is highly overall correlated with незачет до исправления and 1 other fields | High correlation |
Накоп зачет до исправления is highly overall correlated with Накоп удовлетворительно с исправлением | High correlation |
Накоп удовлетворительно до исправления is highly overall correlated with Накоп хорошо с исправлением | High correlation |
незачет сразу is highly overall correlated with зачет сразу and 2 other fields | High correlation |
хорошо с исправлением is highly overall correlated with удовлетворительно до исправления | High correlation |
отлично с исправлением is highly overall correlated with хорошо до исправления | High correlation |
удовлетворительно до исправления is highly overall correlated with хорошо с исправлением | High correlation |
хорошо до исправления is highly overall correlated with отлично с исправлением | High correlation |
отчислен is highly overall correlated with незачет сразу | High correlation |
удовлетворительно с исправлением is highly imbalanced (90.7%) | Imbalance |
хорошо с исправлением is highly imbalanced (80.7%) | Imbalance |
отлично с исправлением is highly imbalanced (75.0%) | Imbalance |
зачет до исправления is highly imbalanced (75.8%) | Imbalance |
удовлетворительно до исправления is highly imbalanced (83.4%) | Imbalance |
хорошо до исправления is highly imbalanced (82.4%) | Imbalance |
зачет с исправлением is highly skewed (γ1 = 23.73606165) | Skewed |
незачет до исправления is highly skewed (γ1 = 20.2705086) | Skewed |
Накоп зачет с исправлением is highly skewed (γ1 = 20.1790502) | Skewed |
зачет сразу has 2260 (8.9%) zeros | Zeros |
удовлетворительно сразу has 15461 (61.2%) zeros | Zeros |
хорошо сразу has 10299 (40.8%) zeros | Zeros |
отлично сразу has 13657 (54.0%) zeros | Zeros |
зачет с исправлением has 25139 (99.5%) zeros | Zeros |
незачет до исправления has 24880 (98.4%) zeros | Zeros |
Накоп незачет сразу has 19155 (75.8%) zeros | Zeros |
Накоп зачет сразу has 663 (2.6%) zeros | Zeros |
Накоп удовлетворительно сразу has 9511 (37.6%) zeros | Zeros |
Накоп хорошо сразу has 4179 (16.5%) zeros | Zeros |
Накоп отлично сразу has 7277 (28.8%) zeros | Zeros |
Накоп зачет с исправлением has 24687 (97.7%) zeros | Zeros |
Накоп удовлетворительно с исправлением has 22394 (88.6%) zeros | Zeros |
Накоп хорошо с исправлением has 19644 (77.7%) zeros | Zeros |
Накоп отлично с исправлением has 18696 (74.0%) zeros | Zeros |
Накоп незачет до исправления has 23903 (94.6%) zeros | Zeros |
Накоп зачет до исправления has 18909 (74.8%) zeros | Zeros |
Накоп удовлетворительно до исправления has 21576 (85.4%) zeros | Zeros |
Reproduction
| Analysis started | 2023-10-04 03:59:17.778177 |
|---|---|
| Analysis finished | 2023-10-04 04:00:14.052837 |
| Duration | 56.27 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
Семестр
Real number (ℝ)
HIGH CORRELATION
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0286879 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 21 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.5305556 |
|---|---|
| Coefficient of variation (CV) | 0.62813395 |
| Kurtosis | -0.72493245 |
| Mean | 4.0286879 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.57676378 |
| Sum | 101813 |
| Variance | 6.4037118 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 1 | 4641 | |
| 2 | 4302 | |
| 3 | 3961 | |
| 4 | 2693 | |
| 5 | 2295 | |
| 6 | 2201 | |
| 7 | 1951 | |
| 8 | 1918 | |
| 9 | 694 | 2.7% |
| 10 | 562 | 2.2% |
| Other values (3) | 54 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 21 | 0.1% |
| 1 | 4641 | |
| 2 | 4302 | |
| 3 | 3961 | |
| 4 | 2693 | |
| 5 | 2295 | |
| 6 | 2201 | |
| 7 | 1951 | |
| 8 | 1918 | |
| 9 | 694 | 2.7% |
| Value | Count | Frequency (%) |
| 12 | 2 | < 0.1% |
| 11 | 31 | 0.1% |
| 10 | 562 | 2.2% |
| 9 | 694 | 2.7% |
| 8 | 1918 | |
| 7 | 1951 | |
| 6 | 2201 | |
| 5 | 2295 | |
| 4 | 2693 | |
| 3 | 3961 |
Форма обучения
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 197.6 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 | 135 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 25272 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 16312 | |
| 2 | 8825 | |
| 1 | 135 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 16312 | |
| 2 | 8825 | |
| 1 | 135 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 16312 | |
| 2 | 8825 | |
| 1 | 135 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25272 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 16312 | |
| 2 | 8825 | |
| 1 | 135 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 25272 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 16312 | |
| 2 | 8825 | |
| 1 | 135 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25272 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 16312 | |
| 2 | 8825 | |
| 1 | 135 | 0.5% |
Квалификация
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 197.6 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 | 1405 |
| 3 | 1237 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 25272 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 18768 | |
| 2 | 3862 | 15.3% |
| 1 | 1405 | 5.6% |
| 3 | 1237 | 4.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 18768 | |
| 2 | 3862 | 15.3% |
| 1 | 1405 | 5.6% |
| 3 | 1237 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 18768 | |
| 2 | 3862 | 15.3% |
| 1 | 1405 | 5.6% |
| 3 | 1237 | 4.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25272 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 18768 | |
| 2 | 3862 | 15.3% |
| 1 | 1405 | 5.6% |
| 3 | 1237 | 4.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 25272 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 18768 | |
| 2 | 3862 | 15.3% |
| 1 | 1405 | 5.6% |
| 3 | 1237 | 4.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25272 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 18768 | |
| 2 | 3862 | 15.3% |
| 1 | 1405 | 5.6% |
| 3 | 1237 | 4.9% |
незачет сразу
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 197.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 25272 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 21025 | |
| 1 | 4247 | 16.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 21025 | |
| 1 | 4247 | 16.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 21025 | |
| 1 | 4247 | 16.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25272 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 21025 | |
| 1 | 4247 | 16.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 25272 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 21025 | |
| 1 | 4247 | 16.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25272 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 21025 | |
| 1 | 4247 | 16.8% |
зачет сразу
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.532447 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 2260 |
| Zeros (%) | 8.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.8860477 |
|---|---|
| Coefficient of variation (CV) | 0.53392102 |
| Kurtosis | -0.28284189 |
| Mean | 3.532447 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.15249925 |
| Sum | 89272 |
| Variance | 3.557176 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 4 | 6379 | |
| 5 | 4634 | |
| 3 | 3568 | |
| 2 | 3079 | |
| 6 | 2588 | |
| 0 | 2260 | 8.9% |
| 1 | 1930 | 7.6% |
| 7 | 584 | 2.3% |
| 8 | 142 | 0.6% |
| 10 | 50 | 0.2% |
| Other values (2) | 58 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 2260 | 8.9% |
| 1 | 1930 | 7.6% |
| 2 | 3079 | |
| 3 | 3568 | |
| 4 | 6379 | |
| 5 | 4634 | |
| 6 | 2588 | |
| 7 | 584 | 2.3% |
| 8 | 142 | 0.6% |
| 9 | 48 | 0.2% |
| Value | Count | Frequency (%) |
| 11 | 10 | < 0.1% |
| 10 | 50 | 0.2% |
| 9 | 48 | 0.2% |
| 8 | 142 | 0.6% |
| 7 | 584 | 2.3% |
| 6 | 2588 | |
| 5 | 4634 | |
| 4 | 6379 | |
| 3 | 3568 | |
| 2 | 3079 |
удовлетворительно сразу
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.73290598 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 15461 |
| Zeros (%) | 61.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1112954 |
|---|---|
| Coefficient of variation (CV) | 1.5162864 |
| Kurtosis | 1.7986153 |
| Mean | 0.73290598 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.5355002 |
| Sum | 18522 |
| Variance | 1.2349775 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 15461 | |
| 1 | 4426 | 17.5% |
| 2 | 2969 | 11.7% |
| 3 | 1651 | 6.5% |
| 4 | 649 | 2.6% |
| 5 | 93 | 0.4% |
| 6 | 20 | 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 15461 | |
| 1 | 4426 | 17.5% |
| 2 | 2969 | 11.7% |
| 3 | 1651 | 6.5% |
| 4 | 649 | 2.6% |
| 5 | 93 | 0.4% |
| 6 | 20 | 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 20 | 0.1% |
| 5 | 93 | 0.4% |
| 4 | 649 | 2.6% |
| 3 | 1651 | 6.5% |
| 2 | 2969 | 11.7% |
| 1 | 4426 | 17.5% |
| 0 | 15461 |
хорошо сразу
Real number (ℝ)
ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1085787 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 10299 |
| Zeros (%) | 40.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.1894312 |
|---|---|
| Coefficient of variation (CV) | 1.0729335 |
| Kurtosis | 1.2580117 |
| Mean | 1.1085787 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.0307768 |
| Sum | 28016 |
| Variance | 1.4147466 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 10299 | |
| 1 | 6653 | |
| 2 | 4812 | |
| 3 | 2511 | 9.9% |
| 4 | 871 | 3.4% |
| 5 | 85 | 0.3% |
| 6 | 21 | 0.1% |
| 9 | 6 | < 0.1% |
| 8 | 5 | < 0.1% |
| 7 | 5 | < 0.1% |
| Other values (2) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 10299 | |
| 1 | 6653 | |
| 2 | 4812 | |
| 3 | 2511 | 9.9% |
| 4 | 871 | 3.4% |
| 5 | 85 | 0.3% |
| 6 | 21 | 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 11 | 2 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 6 | < 0.1% |
| 8 | 5 | < 0.1% |
| 7 | 5 | < 0.1% |
| 6 | 21 | 0.1% |
| 5 | 85 | 0.3% |
| 4 | 871 | 3.4% |
| 3 | 2511 | |
| 2 | 4812 |
отлично сразу
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.94064577 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 13657 |
| Zeros (%) | 54.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2817449 |
|---|---|
| Coefficient of variation (CV) | 1.3626223 |
| Kurtosis | 2.8587804 |
| Mean | 0.94064577 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.466566 |
| Sum | 23772 |
| Variance | 1.64287 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0 | 13657 | |
| 1 | 4921 | 19.5% |
| 2 | 2970 | 11.8% |
| 3 | 2292 | 9.1% |
| 4 | 1263 | 5.0% |
| 5 | 119 | 0.5% |
| 6 | 23 | 0.1% |
| 7 | 8 | < 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 4 | < 0.1% |
| Other values (4) | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 13657 | |
| 1 | 4921 | 19.5% |
| 2 | 2970 | 11.8% |
| 3 | 2292 | 9.1% |
| 4 | 1263 | 5.0% |
| 5 | 119 | 0.5% |
| 6 | 23 | 0.1% |
| 7 | 8 | < 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 13 | 3 | < 0.1% |
| 12 | 3 | < 0.1% |
| 11 | 3 | < 0.1% |
| 10 | 1 | < 0.1% |
| 9 | 4 | < 0.1% |
| 8 | 5 | < 0.1% |
| 7 | 8 | < 0.1% |
| 6 | 23 | 0.1% |
| 5 | 119 | 0.5% |
| 4 | 1263 |
зачет с исправлением
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0075973409 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 25139 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.12526594 |
|---|---|
| Coefficient of variation (CV) | 16.488129 |
| Kurtosis | 703.33701 |
| Mean | 0.0075973409 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 23.736062 |
| Sum | 192 |
| Variance | 0.015691556 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 25139 | |
| 1 | 102 | 0.4% |
| 2 | 16 | 0.1% |
| 4 | 7 | < 0.1% |
| 3 | 5 | < 0.1% |
| 5 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 25139 | |
| 1 | 102 | 0.4% |
| 2 | 16 | 0.1% |
| 3 | 5 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 3 | < 0.1% |
| 4 | 7 | < 0.1% |
| 3 | 5 | < 0.1% |
| 2 | 16 | 0.1% |
| 1 | 102 | 0.4% |
| 0 | 25139 |
удовлетворительно с исправлением
Categorical
IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 197.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 762 |
| 2.0 | 45 |
| 3.0 | 4 |
| 5.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 75816 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 24460 | |
| 1.0 | 762 | 3.0% |
| 2.0 | 45 | 0.2% |
| 3.0 | 4 | < 0.1% |
| 5.0 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 24460 | |
| 1.0 | 762 | 3.0% |
| 2.0 | 45 | 0.2% |
| 3.0 | 4 | < 0.1% |
| 5.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 49732 | |
| . | 25272 | |
| 1 | 762 | 1.0% |
| 2 | 45 | 0.1% |
| 3 | 4 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 50544 | |
| Other Punctuation | 25272 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 49732 | |
| 1 | 762 | 1.5% |
| 2 | 45 | 0.1% |
| 3 | 4 | < 0.1% |
| 5 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 25272 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 75816 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 49732 | |
| . | 25272 | |
| 1 | 762 | 1.0% |
| 2 | 45 | 0.1% |
| 3 | 4 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 75816 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 49732 | |
| . | 25272 | |
| 1 | 762 | 1.0% |
| 2 | 45 | 0.1% |
| 3 | 4 | < 0.1% |
| 5 | 1 | < 0.1% |
хорошо с исправлением
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 197.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1983 |
| 2.0 | 139 |
| 3.0 | 3 |
| 4.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 75816 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 23145 | |
| 1.0 | 1983 | 7.8% |
| 2.0 | 139 | 0.6% |
| 3.0 | 3 | < 0.1% |
| 4.0 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 23145 | |
| 1.0 | 1983 | 7.8% |
| 2.0 | 139 | 0.6% |
| 3.0 | 3 | < 0.1% |
| 4.0 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 48417 | |
| . | 25272 | |
| 1 | 1983 | 2.6% |
| 2 | 139 | 0.2% |
| 3 | 3 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 50544 | |
| Other Punctuation | 25272 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 48417 | |
| 1 | 1983 | 3.9% |
| 2 | 139 | 0.3% |
| 3 | 3 | < 0.1% |
| 4 | 2 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 25272 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 75816 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 48417 | |
| . | 25272 | |
| 1 | 1983 | 2.6% |
| 2 | 139 | 0.2% |
| 3 | 3 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 75816 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 48417 | |
| . | 25272 | |
| 1 | 1983 | 2.6% |
| 2 | 139 | 0.2% |
| 3 | 3 | < 0.1% |
| 4 | 2 | < 0.1% |
отлично с исправлением
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 197.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 325 |
| 3.0 | 14 |
| 4.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 75816 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 22348 | |
| 1.0 | 2583 | 10.2% |
| 2.0 | 325 | 1.3% |
| 3.0 | 14 | 0.1% |
| 4.0 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 22348 | |
| 1.0 | 2583 | 10.2% |
| 2.0 | 325 | 1.3% |
| 3.0 | 14 | 0.1% |
| 4.0 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 47620 | |
| . | 25272 | |
| 1 | 2583 | 3.4% |
| 2 | 325 | 0.4% |
| 3 | 14 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 50544 | |
| Other Punctuation | 25272 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 47620 | |
| 1 | 2583 | 5.1% |
| 2 | 325 | 0.6% |
| 3 | 14 | < 0.1% |
| 4 | 2 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 25272 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 75816 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 47620 | |
| . | 25272 | |
| 1 | 2583 | 3.4% |
| 2 | 325 | 0.4% |
| 3 | 14 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 75816 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 47620 | |
| . | 25272 | |
| 1 | 2583 | 3.4% |
| 2 | 325 | 0.4% |
| 3 | 14 | < 0.1% |
| 4 | 2 | < 0.1% |
незачет до исправления
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.021881925 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 24880 |
| Zeros (%) | 98.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.23223126 |
|---|---|
| Coefficient of variation (CV) | 10.612926 |
| Kurtosis | 563.22744 |
| Mean | 0.021881925 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.270509 |
| Sum | 553 |
| Variance | 0.053931356 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 24880 | |
| 1 | 324 | 1.3% |
| 2 | 39 | 0.2% |
| 4 | 8 | < 0.1% |
| 3 | 7 | < 0.1% |
| 8 | 7 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 24880 | |
| 1 | 324 | 1.3% |
| 2 | 39 | 0.2% |
| 3 | 7 | < 0.1% |
| 4 | 8 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 7 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 8 | < 0.1% |
| 3 | 7 | < 0.1% |
| 2 | 39 | 0.2% |
| 1 | 324 | 1.3% |
| 0 | 24880 |
зачет до исправления
Categorical
IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 197.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 2073 |
| 2.0 | 229 |
| 3.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 75816 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 22968 | |
| 1.0 | 2073 | 8.2% |
| 2.0 | 229 | 0.9% |
| 3.0 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 22968 | |
| 1.0 | 2073 | 8.2% |
| 2.0 | 229 | 0.9% |
| 3.0 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 48240 | |
| . | 25272 | |
| 1 | 2073 | 2.7% |
| 2 | 229 | 0.3% |
| 3 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 50544 | |
| Other Punctuation | 25272 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 48240 | |
| 1 | 2073 | 4.1% |
| 2 | 229 | 0.5% |
| 3 | 2 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 25272 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 75816 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 48240 | |
| . | 25272 | |
| 1 | 2073 | 2.7% |
| 2 | 229 | 0.3% |
| 3 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 75816 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 48240 | |
| . | 25272 | |
| 1 | 2073 | 2.7% |
| 2 | 229 | 0.3% |
| 3 | 2 | < 0.1% |
удовлетворительно до исправления
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 197.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1319 |
| 2.0 | 98 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 75816 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 23854 | |
| 1.0 | 1319 | 5.2% |
| 2.0 | 98 | 0.4% |
| 3.0 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 23854 | |
| 1.0 | 1319 | 5.2% |
| 2.0 | 98 | 0.4% |
| 3.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 49126 | |
| . | 25272 | |
| 1 | 1319 | 1.7% |
| 2 | 98 | 0.1% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 50544 | |
| Other Punctuation | 25272 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 49126 | |
| 1 | 1319 | 2.6% |
| 2 | 98 | 0.2% |
| 3 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 25272 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 75816 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 49126 | |
| . | 25272 | |
| 1 | 1319 | 1.7% |
| 2 | 98 | 0.1% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 75816 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 49126 | |
| . | 25272 | |
| 1 | 1319 | 1.7% |
| 2 | 98 | 0.1% |
| 3 | 1 | < 0.1% |
хорошо до исправления
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 197.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1663 |
| 2.0 | 164 |
| 3.0 | 5 |
| 4.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 75816 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 23438 | |
| 1.0 | 1663 | 6.6% |
| 2.0 | 164 | 0.6% |
| 3.0 | 5 | < 0.1% |
| 4.0 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 23438 | |
| 1.0 | 1663 | 6.6% |
| 2.0 | 164 | 0.6% |
| 3.0 | 5 | < 0.1% |
| 4.0 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 48710 | |
| . | 25272 | |
| 1 | 1663 | 2.2% |
| 2 | 164 | 0.2% |
| 3 | 5 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 50544 | |
| Other Punctuation | 25272 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 48710 | |
| 1 | 1663 | 3.3% |
| 2 | 164 | 0.3% |
| 3 | 5 | < 0.1% |
| 4 | 2 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 25272 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 75816 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 48710 | |
| . | 25272 | |
| 1 | 1663 | 2.2% |
| 2 | 164 | 0.2% |
| 3 | 5 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 75816 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 48710 | |
| . | 25272 | |
| 1 | 1663 | 2.2% |
| 2 | 164 | 0.2% |
| 3 | 5 | < 0.1% |
| 4 | 2 | < 0.1% |
Накоп незачет сразу
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 61 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7934869 |
| Minimum | 0 |
|---|---|
| Maximum | 62 |
| Zeros | 19155 |
| Zeros (%) | 75.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 12 |
| Maximum | 62 |
| Range | 62 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5.066497 |
|---|---|
| Coefficient of variation (CV) | 2.8249424 |
| Kurtosis | 26.29078 |
| Mean | 1.7934869 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.4588713 |
| Sum | 45325 |
| Variance | 25.669392 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 19155 | |
| 1 | 1447 | 5.7% |
| 2 | 691 | 2.7% |
| 3 | 442 | 1.7% |
| 4 | 389 | 1.5% |
| 7 | 372 | 1.5% |
| 6 | 322 | 1.3% |
| 8 | 304 | 1.2% |
| 5 | 300 | 1.2% |
| 9 | 211 | 0.8% |
| Other values (51) | 1639 | 6.5% |
| Value | Count | Frequency (%) |
| 0 | 19155 | |
| 1 | 1447 | 5.7% |
| 2 | 691 | 2.7% |
| 3 | 442 | 1.7% |
| 4 | 389 | 1.5% |
| 5 | 300 | 1.2% |
| 6 | 322 | 1.3% |
| 7 | 372 | 1.5% |
| 8 | 304 | 1.2% |
| 9 | 211 | 0.8% |
| Value | Count | Frequency (%) |
| 62 | 1 | < 0.1% |
| 61 | 1 | < 0.1% |
| 60 | 2 | |
| 59 | 1 | < 0.1% |
| 58 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 55 | 2 | |
| 54 | 1 | < 0.1% |
| 53 | 2 | |
| 52 | 3 |
Накоп зачет сразу
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 77 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.03308 |
| Minimum | 0 |
|---|---|
| Maximum | 81 |
| Zeros | 663 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 13 |
| Q3 | 27 |
| 95-th percentile | 39 |
| Maximum | 81 |
| Range | 81 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 12.545983 |
|---|---|
| Coefficient of variation (CV) | 0.73656575 |
| Kurtosis | -0.097756066 |
| Mean | 17.03308 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.75967287 |
| Sum | 430460 |
| Variance | 157.4017 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4 | 2239 | 8.9% |
| 8 | 1454 | 5.8% |
| 10 | 1280 | 5.1% |
| 11 | 1264 | 5.0% |
| 9 | 1002 | 4.0% |
| 5 | 940 | 3.7% |
| 15 | 760 | 3.0% |
| 3 | 736 | 2.9% |
| 6 | 669 | 2.6% |
| 0 | 663 | 2.6% |
| Other values (67) | 14265 |
| Value | Count | Frequency (%) |
| 0 | 663 | 2.6% |
| 1 | 265 | 1.0% |
| 2 | 526 | 2.1% |
| 3 | 736 | 2.9% |
| 4 | 2239 | |
| 5 | 940 | |
| 6 | 669 | 2.6% |
| 7 | 605 | 2.4% |
| 8 | 1454 | |
| 9 | 1002 |
| Value | Count | Frequency (%) |
| 81 | 2 | |
| 79 | 1 | < 0.1% |
| 78 | 2 | |
| 76 | 3 | |
| 75 | 2 | |
| 73 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 70 | 3 | |
| 69 | 3 | |
| 67 | 3 |
Накоп удовлетворительно сразу
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 62 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4485201 |
| Minimum | 0 |
|---|---|
| Maximum | 64 |
| Zeros | 9511 |
| Zeros (%) | 37.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 6 |
| 95-th percentile | 18 |
| Maximum | 64 |
| Range | 64 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 6.6051191 |
|---|---|
| Coefficient of variation (CV) | 1.4847902 |
| Kurtosis | 9.0722206 |
| Mean | 4.4485201 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.5156205 |
| Sum | 112423 |
| Variance | 43.627598 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 9511 | |
| 1 | 2786 | 11.0% |
| 2 | 2043 | 8.1% |
| 3 | 1459 | 5.8% |
| 4 | 1278 | 5.1% |
| 5 | 1128 | 4.5% |
| 6 | 864 | 3.4% |
| 7 | 747 | 3.0% |
| 8 | 683 | 2.7% |
| 10 | 614 | 2.4% |
| Other values (52) | 4159 |
| Value | Count | Frequency (%) |
| 0 | 9511 | |
| 1 | 2786 | 11.0% |
| 2 | 2043 | 8.1% |
| 3 | 1459 | 5.8% |
| 4 | 1278 | 5.1% |
| 5 | 1128 | 4.5% |
| 6 | 864 | 3.4% |
| 7 | 747 | 3.0% |
| 8 | 683 | 2.7% |
| 9 | 554 | 2.2% |
| Value | Count | Frequency (%) |
| 64 | 1 | < 0.1% |
| 62 | 1 | < 0.1% |
| 61 | 2 | |
| 59 | 2 | |
| 58 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 55 | 2 | |
| 54 | 1 | < 0.1% |
| 53 | 3 | |
| 52 | 2 |
Накоп хорошо сразу
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 36 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.6502849 |
| Minimum | 0 |
|---|---|
| Maximum | 38 |
| Zeros | 4179 |
| Zeros (%) | 16.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 4 |
| Q3 | 9 |
| 95-th percentile | 16 |
| Maximum | 38 |
| Range | 38 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 5.423059 |
|---|---|
| Coefficient of variation (CV) | 0.95978506 |
| Kurtosis | 0.81406146 |
| Mean | 5.6502849 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.0954374 |
| Sum | 142794 |
| Variance | 29.409569 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 0 | 4179 | |
| 1 | 2844 | |
| 2 | 2626 | |
| 3 | 2172 | 8.6% |
| 4 | 1647 | 6.5% |
| 5 | 1410 | 5.6% |
| 6 | 1371 | 5.4% |
| 7 | 1147 | 4.5% |
| 8 | 1081 | 4.3% |
| 9 | 1051 | 4.2% |
| Other values (26) | 5744 |
| Value | Count | Frequency (%) |
| 0 | 4179 | |
| 1 | 2844 | |
| 2 | 2626 | |
| 3 | 2172 | |
| 4 | 1647 | 6.5% |
| 5 | 1410 | 5.6% |
| 6 | 1371 | 5.4% |
| 7 | 1147 | 4.5% |
| 8 | 1081 | 4.3% |
| 9 | 1051 | 4.2% |
| Value | Count | Frequency (%) |
| 38 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 32 | 2 | < 0.1% |
| 31 | 7 | |
| 30 | 4 | < 0.1% |
| 29 | 8 | |
| 28 | 10 | |
| 27 | 11 | |
| 26 | 13 |
Накоп отлично сразу
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 40 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.7370212 |
| Minimum | 0 |
|---|---|
| Maximum | 42 |
| Zeros | 7277 |
| Zeros (%) | 28.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 15 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 5.0766288 |
|---|---|
| Coefficient of variation (CV) | 1.3584693 |
| Kurtosis | 6.0629119 |
| Mean | 3.7370212 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.2737976 |
| Sum | 94442 |
| Variance | 25.77216 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 0 | 7277 | |
| 1 | 3891 | |
| 2 | 3274 | |
| 3 | 2383 | 9.4% |
| 4 | 1492 | 5.9% |
| 5 | 1128 | 4.5% |
| 6 | 1085 | 4.3% |
| 7 | 739 | 2.9% |
| 8 | 670 | 2.7% |
| 9 | 571 | 2.3% |
| Other values (30) | 2762 | 10.9% |
| Value | Count | Frequency (%) |
| 0 | 7277 | |
| 1 | 3891 | |
| 2 | 3274 | |
| 3 | 2383 | 9.4% |
| 4 | 1492 | 5.9% |
| 5 | 1128 | 4.5% |
| 6 | 1085 | 4.3% |
| 7 | 739 | 2.9% |
| 8 | 670 | 2.7% |
| 9 | 571 | 2.3% |
| Value | Count | Frequency (%) |
| 42 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 33 | 4 | < 0.1% |
| 32 | 6 | < 0.1% |
| 31 | 9 | |
| 30 | 19 |
Накоп зачет с исправлением
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.040123457 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 24687 |
| Zeros (%) | 97.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.40686381 |
|---|---|
| Coefficient of variation (CV) | 10.140298 |
| Kurtosis | 505.33782 |
| Mean | 0.040123457 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.17905 |
| Sum | 1014 |
| Variance | 0.16553816 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 24687 | |
| 1 | 442 | 1.7% |
| 2 | 83 | 0.3% |
| 3 | 15 | 0.1% |
| 11 | 11 | < 0.1% |
| 5 | 9 | < 0.1% |
| 4 | 7 | < 0.1% |
| 9 | 4 | < 0.1% |
| 6 | 4 | < 0.1% |
| 10 | 4 | < 0.1% |
| Other values (3) | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 24687 | |
| 1 | 442 | 1.7% |
| 2 | 83 | 0.3% |
| 3 | 15 | 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 9 | < 0.1% |
| 6 | 4 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 4 | < 0.1% |
| 10 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 13 | 3 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11 | 11 | |
| 10 | 4 | < 0.1% |
| 9 | 4 | < 0.1% |
| 8 | 2 | < 0.1% |
| 6 | 4 | < 0.1% |
| 5 | 9 | |
| 4 | 7 | |
| 3 | 15 |
Накоп удовлетворительно с исправлением
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1709006 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 22394 |
| Zeros (%) | 88.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.57636293 |
|---|---|
| Coefficient of variation (CV) | 3.3725038 |
| Kurtosis | 38.800277 |
| Mean | 0.1709006 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.1186847 |
| Sum | 4319 |
| Variance | 0.33219423 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 22394 | |
| 1 | 1997 | 7.9% |
| 2 | 531 | 2.1% |
| 3 | 240 | 0.9% |
| 4 | 61 | 0.2% |
| 5 | 25 | 0.1% |
| 7 | 15 | 0.1% |
| 6 | 6 | < 0.1% |
| 10 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 22394 | |
| 1 | 1997 | 7.9% |
| 2 | 531 | 2.1% |
| 3 | 240 | 0.9% |
| 4 | 61 | 0.2% |
| 5 | 25 | 0.1% |
| 6 | 6 | < 0.1% |
| 7 | 15 | 0.1% |
| 10 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 3 | < 0.1% |
| 7 | 15 | 0.1% |
| 6 | 6 | < 0.1% |
| 5 | 25 | 0.1% |
| 4 | 61 | 0.2% |
| 3 | 240 | 0.9% |
| 2 | 531 | 2.1% |
| 1 | 1997 | 7.9% |
| 0 | 22394 |
Накоп хорошо с исправлением
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.35272238 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 19644 |
| Zeros (%) | 77.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.80876624 |
|---|---|
| Coefficient of variation (CV) | 2.2929258 |
| Kurtosis | 16.714135 |
| Mean | 0.35272238 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.3490887 |
| Sum | 8914 |
| Variance | 0.65410283 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 0 | 19644 | |
| 1 | 3577 | 14.2% |
| 2 | 1296 | 5.1% |
| 3 | 464 | 1.8% |
| 4 | 193 | 0.8% |
| 5 | 56 | 0.2% |
| 6 | 23 | 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 5 | < 0.1% |
| 10 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 19644 | |
| 1 | 3577 | 14.2% |
| 2 | 1296 | 5.1% |
| 3 | 464 | 1.8% |
| 4 | 193 | 0.8% |
| 5 | 56 | 0.2% |
| 6 | 23 | 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 5 | < 0.1% |
| 9 | 5 | < 0.1% |
| 8 | 5 | < 0.1% |
| 7 | 4 | < 0.1% |
| 6 | 23 | 0.1% |
| 5 | 56 | 0.2% |
| 4 | 193 | 0.8% |
| 3 | 464 | 1.8% |
| 2 | 1296 | 5.1% |
| 1 | 3577 |
Накоп отлично с исправлением
Real number (ℝ)
ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.41646882 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 18696 |
| Zeros (%) | 74.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.86163728 |
|---|---|
| Coefficient of variation (CV) | 2.0689119 |
| Kurtosis | 9.7927101 |
| Mean | 0.41646882 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.7746365 |
| Sum | 10525 |
| Variance | 0.74241881 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 18696 | |
| 1 | 4141 | 16.4% |
| 2 | 1475 | 5.8% |
| 3 | 607 | 2.4% |
| 4 | 219 | 0.9% |
| 5 | 88 | 0.3% |
| 6 | 29 | 0.1% |
| 7 | 13 | 0.1% |
| 8 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 18696 | |
| 1 | 4141 | 16.4% |
| 2 | 1475 | 5.8% |
| 3 | 607 | 2.4% |
| 4 | 219 | 0.9% |
| 5 | 88 | 0.3% |
| 6 | 29 | 0.1% |
| 7 | 13 | 0.1% |
| 8 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 4 | < 0.1% |
| 7 | 13 | 0.1% |
| 6 | 29 | 0.1% |
| 5 | 88 | 0.3% |
| 4 | 219 | 0.9% |
| 3 | 607 | 2.4% |
| 2 | 1475 | 5.8% |
| 1 | 4141 | 16.4% |
| 0 | 18696 |
Накоп незачет до исправления
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10834125 |
| Minimum | 0 |
|---|---|
| Maximum | 26 |
| Zeros | 23903 |
| Zeros (%) | 94.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.77604518 |
|---|---|
| Coefficient of variation (CV) | 7.1629707 |
| Kurtosis | 403.48762 |
| Mean | 0.10834125 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.244335 |
| Sum | 2738 |
| Variance | 0.60224612 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 0 | 23903 | |
| 1 | 918 | 3.6% |
| 2 | 230 | 0.9% |
| 3 | 65 | 0.3% |
| 4 | 56 | 0.2% |
| 5 | 40 | 0.2% |
| 6 | 17 | 0.1% |
| 18 | 8 | < 0.1% |
| 13 | 5 | < 0.1% |
| 12 | 5 | < 0.1% |
| Other values (11) | 25 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 23903 | |
| 1 | 918 | 3.6% |
| 2 | 230 | 0.9% |
| 3 | 65 | 0.3% |
| 4 | 56 | 0.2% |
| 5 | 40 | 0.2% |
| 6 | 17 | 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 26 | 3 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 3 | < 0.1% |
| 19 | 1 | < 0.1% |
| 18 | 8 | |
| 16 | 3 | < 0.1% |
| 15 | 3 | < 0.1% |
| 14 | 1 | < 0.1% |
| 13 | 5 | |
| 12 | 5 |
Накоп зачет до исправления
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.38663343 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 18909 |
| Zeros (%) | 74.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.80369543 |
|---|---|
| Coefficient of variation (CV) | 2.0787014 |
| Kurtosis | 8.3073486 |
| Mean | 0.38663343 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6517376 |
| Sum | 9771 |
| Variance | 0.64592635 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 18909 | |
| 1 | 4209 | 16.7% |
| 2 | 1284 | 5.1% |
| 3 | 585 | 2.3% |
| 4 | 202 | 0.8% |
| 5 | 71 | 0.3% |
| 6 | 8 | < 0.1% |
| 7 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 18909 | |
| 1 | 4209 | 16.7% |
| 2 | 1284 | 5.1% |
| 3 | 585 | 2.3% |
| 4 | 202 | 0.8% |
| 5 | 71 | 0.3% |
| 6 | 8 | < 0.1% |
| 7 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 4 | < 0.1% |
| 6 | 8 | < 0.1% |
| 5 | 71 | 0.3% |
| 4 | 202 | 0.8% |
| 3 | 585 | 2.3% |
| 2 | 1284 | 5.1% |
| 1 | 4209 | 16.7% |
| 0 | 18909 |
Накоп удовлетворительно до исправления
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23480532 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 21576 |
| Zeros (%) | 85.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 197.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.70450439 |
|---|---|
| Coefficient of variation (CV) | 3.0003766 |
| Kurtosis | 31.122041 |
| Mean | 0.23480532 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.6325423 |
| Sum | 5934 |
| Variance | 0.49632643 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 0 | 21576 | |
| 1 | 2390 | 9.5% |
| 2 | 808 | 3.2% |
| 3 | 266 | 1.1% |
| 4 | 127 | 0.5% |
| 5 | 56 | 0.2% |
| 6 | 31 | 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 5 | < 0.1% |
| 10 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 21576 | |
| 1 | 2390 | 9.5% |
| 2 | 808 | 3.2% |
| 3 | 266 | 1.1% |
| 4 | 127 | 0.5% |
| 5 | 56 | 0.2% |
| 6 | 31 | 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 5 | < 0.1% |
| 9 | 5 | < 0.1% |
| 8 | 5 | < 0.1% |
| 7 | 3 | < 0.1% |
| 6 | 31 | 0.1% |
| 5 | 56 | 0.2% |
| 4 | 127 | 0.5% |
| 3 | 266 | 1.1% |
| 2 | 808 | 3.2% |
| 1 | 2390 |
отчислен
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 197.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 25272 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 16824 | |
| 1 | 8448 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 16824 | |
| 1 | 8448 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 16824 | |
| 1 | 8448 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25272 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 16824 | |
| 1 | 8448 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 25272 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 16824 | |
| 1 | 8448 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25272 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 16824 | |
| 1 | 8448 |
| Семестр | зачет сразу | удовлетворительно сразу | хорошо сразу | отлично сразу | зачет с исправлением | незачет до исправления | Накоп незачет сразу | Накоп зачет сразу | Накоп удовлетворительно сразу | Накоп хорошо сразу | Накоп отлично сразу | Накоп зачет с исправлением | Накоп удовлетворительно с исправлением | Накоп хорошо с исправлением | Накоп отлично с исправлением | Накоп незачет до исправления | Накоп зачет до исправления | Накоп удовлетворительно до исправления | Форма обучения | Квалификация | незачет сразу | удовлетворительно с исправлением | хорошо с исправлением | отлично с исправлением | зачет до исправления | удовлетворительно до исправления | хорошо до исправления | отчислен | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Семестр | 1.000 | -0.032 | 0.030 | 0.002 | -0.013 | -0.024 | -0.011 | 0.052 | 0.887 | 0.497 | 0.698 | 0.448 | 0.077 | 0.321 | 0.476 | 0.408 | 0.138 | 0.492 | 0.401 | 0.209 | 0.248 | 0.103 | 0.067 | 0.097 | 0.090 | 0.146 | 0.111 | 0.070 | 0.110 |
| зачет сразу | -0.032 | 1.000 | 0.090 | 0.320 | 0.279 | -0.062 | -0.070 | -0.431 | 0.266 | -0.022 | 0.204 | 0.213 | -0.112 | -0.080 | -0.000 | 0.081 | -0.142 | 0.054 | -0.004 | 0.278 | 0.265 | 0.517 | 0.042 | 0.050 | 0.084 | 0.101 | 0.048 | 0.074 | 0.397 |
| удовлетворительно сразу | 0.030 | 0.090 | 1.000 | -0.039 | -0.410 | -0.007 | -0.001 | -0.020 | 0.098 | 0.628 | 0.057 | -0.356 | 0.017 | 0.169 | 0.085 | -0.164 | 0.019 | 0.015 | 0.144 | 0.187 | 0.179 | 0.085 | 0.063 | 0.051 | 0.072 | 0.012 | 0.075 | 0.056 | 0.127 |
| хорошо сразу | 0.002 | 0.320 | -0.039 | 1.000 | -0.108 | -0.032 | -0.045 | -0.267 | 0.127 | 0.047 | 0.475 | -0.016 | -0.055 | -0.012 | 0.061 | 0.023 | -0.075 | 0.042 | 0.016 | 0.089 | 0.106 | 0.221 | 0.000 | 0.020 | 0.036 | 0.047 | 0.042 | 0.028 | 0.152 |
| отлично сразу | -0.013 | 0.279 | -0.410 | -0.108 | 1.000 | -0.020 | -0.047 | -0.335 | 0.093 | -0.425 | -0.037 | 0.681 | -0.070 | -0.166 | -0.113 | 0.177 | -0.101 | 0.053 | -0.158 | 0.243 | 0.193 | 0.238 | 0.035 | 0.043 | 0.058 | 0.102 | 0.068 | 0.046 | 0.308 |
| зачет с исправлением | -0.024 | -0.062 | -0.007 | -0.032 | -0.020 | 1.000 | 0.581 | 0.058 | -0.048 | -0.010 | -0.037 | -0.030 | 0.474 | 0.069 | 0.025 | -0.002 | 0.309 | -0.009 | -0.014 | 0.028 | 0.048 | 0.066 | 0.292 | 0.270 | 0.000 | 0.000 | 0.000 | 0.000 | 0.060 |
| незачет до исправления | -0.011 | -0.070 | -0.001 | -0.045 | -0.047 | 0.581 | 1.000 | 0.115 | -0.041 | 0.009 | -0.033 | -0.047 | 0.325 | 0.155 | 0.066 | 0.011 | 0.526 | -0.017 | -0.008 | 0.046 | 0.050 | 0.119 | 0.374 | 0.343 | 0.011 | 0.000 | 0.000 | 0.000 | 0.105 |
| Накоп незачет сразу | 0.052 | -0.431 | -0.020 | -0.267 | -0.335 | 0.058 | 0.115 | 1.000 | -0.113 | 0.160 | -0.112 | -0.292 | 0.174 | 0.117 | 0.009 | -0.114 | 0.245 | -0.036 | -0.003 | 0.187 | 0.077 | 0.625 | 0.000 | 0.017 | 0.043 | 0.038 | 0.020 | 0.032 | 0.470 |
| Накоп зачет сразу | 0.887 | 0.266 | 0.098 | 0.127 | 0.093 | -0.048 | -0.041 | -0.113 | 1.000 | 0.519 | 0.773 | 0.510 | 0.020 | 0.278 | 0.448 | 0.423 | 0.073 | 0.492 | 0.386 | 0.111 | 0.261 | 0.249 | 0.075 | 0.105 | 0.088 | 0.168 | 0.110 | 0.068 | 0.217 |
| Накоп удовлетворительно сразу | 0.497 | -0.022 | 0.628 | 0.047 | -0.425 | -0.010 | 0.009 | 0.160 | 0.519 | 1.000 | 0.427 | -0.218 | 0.088 | 0.378 | 0.352 | 0.008 | 0.131 | 0.264 | 0.356 | 0.214 | 0.164 | 0.034 | 0.079 | 0.063 | 0.033 | 0.052 | 0.076 | 0.024 | 0.174 |
| Накоп хорошо сразу | 0.698 | 0.204 | 0.057 | 0.475 | -0.037 | -0.037 | -0.033 | -0.112 | 0.773 | 0.427 | 1.000 | 0.334 | 0.016 | 0.238 | 0.424 | 0.329 | 0.060 | 0.403 | 0.330 | 0.070 | 0.244 | 0.206 | 0.047 | 0.093 | 0.061 | 0.105 | 0.084 | 0.052 | 0.145 |
| Накоп отлично сразу | 0.448 | 0.213 | -0.356 | -0.016 | 0.681 | -0.030 | -0.047 | -0.292 | 0.510 | -0.218 | 0.334 | 1.000 | -0.041 | -0.011 | 0.140 | 0.421 | -0.038 | 0.312 | 0.054 | 0.155 | 0.128 | 0.216 | 0.019 | 0.024 | 0.096 | 0.083 | 0.024 | 0.056 | 0.256 |
| Накоп зачет с исправлением | 0.077 | -0.112 | 0.017 | -0.055 | -0.070 | 0.474 | 0.325 | 0.174 | 0.020 | 0.088 | 0.016 | -0.041 | 1.000 | 0.178 | 0.108 | 0.006 | 0.652 | 0.053 | 0.044 | 0.048 | 0.077 | 0.083 | 0.328 | 0.289 | 0.000 | 0.000 | 0.000 | 0.000 | 0.087 |
| Накоп удовлетворительно с исправлением | 0.321 | -0.080 | 0.169 | -0.012 | -0.166 | 0.069 | 0.155 | 0.117 | 0.278 | 0.378 | 0.238 | -0.011 | 0.178 | 1.000 | 0.219 | 0.027 | 0.337 | 0.520 | 0.220 | 0.112 | 0.061 | 0.064 | 0.282 | 0.048 | 0.000 | 0.107 | 0.046 | 0.000 | 0.099 |
| Накоп хорошо с исправлением | 0.476 | -0.000 | 0.085 | 0.061 | -0.113 | 0.025 | 0.066 | 0.009 | 0.448 | 0.352 | 0.424 | 0.140 | 0.108 | 0.219 | 1.000 | 0.238 | 0.188 | 0.486 | 0.724 | 0.085 | 0.077 | 0.051 | 0.019 | 0.234 | 0.017 | 0.064 | 0.209 | 0.005 | 0.043 |
| Накоп отлично с исправлением | 0.408 | 0.081 | -0.164 | 0.023 | 0.177 | -0.002 | 0.011 | -0.114 | 0.423 | 0.008 | 0.329 | 0.421 | 0.006 | 0.027 | 0.238 | 1.000 | 0.063 | 0.392 | 0.243 | 0.078 | 0.086 | 0.159 | 0.017 | 0.034 | 0.367 | 0.129 | 0.073 | 0.295 | 0.181 |
| Накоп незачет до исправления | 0.138 | -0.142 | 0.019 | -0.075 | -0.101 | 0.309 | 0.526 | 0.245 | 0.073 | 0.131 | 0.060 | -0.038 | 0.652 | 0.337 | 0.188 | 0.063 | 1.000 | 0.033 | 0.111 | 0.059 | 0.076 | 0.112 | 0.376 | 0.216 | 0.000 | 0.000 | 0.000 | 0.000 | 0.111 |
| Накоп зачет до исправления | 0.492 | 0.054 | 0.015 | 0.042 | 0.053 | -0.009 | -0.017 | -0.036 | 0.492 | 0.264 | 0.403 | 0.312 | 0.053 | 0.520 | 0.486 | 0.392 | 0.033 | 1.000 | 0.199 | 0.086 | 0.147 | 0.114 | 0.150 | 0.150 | 0.130 | 0.374 | 0.061 | 0.029 | 0.105 |
| Накоп удовлетворительно до исправления | 0.401 | -0.004 | 0.144 | 0.016 | -0.158 | -0.014 | -0.008 | -0.003 | 0.386 | 0.356 | 0.330 | 0.054 | 0.044 | 0.220 | 0.724 | 0.243 | 0.111 | 0.199 | 1.000 | 0.100 | 0.066 | 0.055 | 0.000 | 0.144 | 0.036 | 0.000 | 0.252 | 0.005 | 0.058 |
| Форма обучения | 0.209 | 0.278 | 0.187 | 0.089 | 0.243 | 0.028 | 0.046 | 0.187 | 0.111 | 0.214 | 0.070 | 0.155 | 0.048 | 0.112 | 0.085 | 0.078 | 0.059 | 0.086 | 0.100 | 1.000 | 0.295 | 0.248 | 0.059 | 0.027 | 0.090 | 0.034 | 0.055 | 0.075 | 0.302 |
| Квалификация | 0.248 | 0.265 | 0.179 | 0.106 | 0.193 | 0.048 | 0.050 | 0.077 | 0.261 | 0.164 | 0.244 | 0.128 | 0.077 | 0.061 | 0.077 | 0.086 | 0.076 | 0.147 | 0.066 | 0.295 | 1.000 | 0.112 | 0.046 | 0.054 | 0.096 | 0.089 | 0.047 | 0.080 | 0.206 |
| незачет сразу | 0.103 | 0.517 | 0.085 | 0.221 | 0.238 | 0.066 | 0.119 | 0.625 | 0.249 | 0.034 | 0.206 | 0.216 | 0.083 | 0.064 | 0.051 | 0.159 | 0.112 | 0.114 | 0.055 | 0.248 | 0.112 | 1.000 | 0.023 | 0.072 | 0.122 | 0.100 | 0.067 | 0.100 | 0.634 |
| удовлетворительно с исправлением | 0.067 | 0.042 | 0.063 | 0.000 | 0.035 | 0.292 | 0.374 | 0.000 | 0.075 | 0.079 | 0.047 | 0.019 | 0.328 | 0.282 | 0.019 | 0.017 | 0.376 | 0.150 | 0.000 | 0.059 | 0.046 | 0.023 | 1.000 | 0.000 | 0.021 | 0.310 | 0.000 | 0.018 | 0.036 |
| хорошо с исправлением | 0.097 | 0.050 | 0.051 | 0.020 | 0.043 | 0.270 | 0.343 | 0.017 | 0.105 | 0.063 | 0.093 | 0.024 | 0.289 | 0.048 | 0.234 | 0.034 | 0.216 | 0.150 | 0.144 | 0.027 | 0.054 | 0.072 | 0.000 | 1.000 | 0.011 | 0.321 | 0.628 | 0.000 | 0.049 |
| отлично с исправлением | 0.090 | 0.084 | 0.072 | 0.036 | 0.058 | 0.000 | 0.011 | 0.043 | 0.088 | 0.033 | 0.061 | 0.096 | 0.000 | 0.000 | 0.017 | 0.367 | 0.000 | 0.130 | 0.036 | 0.090 | 0.096 | 0.122 | 0.021 | 0.011 | 1.000 | 0.260 | 0.061 | 0.776 | 0.144 |
| зачет до исправления | 0.146 | 0.101 | 0.012 | 0.047 | 0.102 | 0.000 | 0.000 | 0.038 | 0.168 | 0.052 | 0.105 | 0.083 | 0.000 | 0.107 | 0.064 | 0.129 | 0.000 | 0.374 | 0.000 | 0.034 | 0.089 | 0.100 | 0.310 | 0.321 | 0.260 | 1.000 | 0.013 | 0.020 | 0.080 |
| удовлетворительно до исправления | 0.111 | 0.048 | 0.075 | 0.042 | 0.068 | 0.000 | 0.000 | 0.020 | 0.110 | 0.076 | 0.084 | 0.024 | 0.000 | 0.046 | 0.209 | 0.073 | 0.000 | 0.061 | 0.252 | 0.055 | 0.047 | 0.067 | 0.000 | 0.628 | 0.061 | 0.013 | 1.000 | 0.000 | 0.054 |
| хорошо до исправления | 0.070 | 0.074 | 0.056 | 0.028 | 0.046 | 0.000 | 0.000 | 0.032 | 0.068 | 0.024 | 0.052 | 0.056 | 0.000 | 0.000 | 0.005 | 0.295 | 0.000 | 0.029 | 0.005 | 0.075 | 0.080 | 0.100 | 0.018 | 0.000 | 0.776 | 0.020 | 0.000 | 1.000 | 0.116 |
| отчислен | 0.110 | 0.397 | 0.127 | 0.152 | 0.308 | 0.060 | 0.105 | 0.470 | 0.217 | 0.174 | 0.145 | 0.256 | 0.087 | 0.099 | 0.043 | 0.181 | 0.111 | 0.105 | 0.058 | 0.302 | 0.206 | 0.634 | 0.036 | 0.049 | 0.144 | 0.080 | 0.054 | 0.116 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Семестр | Форма обучения | Квалификация | незачет сразу | зачет сразу | удовлетворительно сразу | хорошо сразу | отлично сразу | зачет с исправлением | удовлетворительно с исправлением | хорошо с исправлением | отлично с исправлением | незачет до исправления | зачет до исправления | удовлетворительно до исправления | хорошо до исправления | Накоп незачет сразу | Накоп зачет сразу | Накоп удовлетворительно сразу | Накоп хорошо сразу | Накоп отлично сразу | Накоп зачет с исправлением | Накоп удовлетворительно с исправлением | Накоп хорошо с исправлением | Накоп отлично с исправлением | Накоп незачет до исправления | Накоп зачет до исправления | Накоп удовлетворительно до исправления | отчислен | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2 | 0 | 1 | 2.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 2.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 1 | 2 | 2 | 0 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 12.0 | 2.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 2 | 3 | 2 | 0 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 17.0 | 2.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 3 | 4 | 2 | 0 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 23.0 | 2.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 4 | 1 | 2 | 0 | 0 | 6.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 6.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 |
| 5 | 2 | 2 | 0 | 0 | 5.0 | 1.0 | 0.0 | 2.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 11.0 | 1.0 | 1.0 | 3.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0 |
| 6 | 3 | 2 | 0 | 0 | 2.0 | 0.0 | 2.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 13.0 | 1.0 | 3.0 | 4.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0 |
| 7 | 4 | 2 | 0 | 0 | 4.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 17.0 | 1.0 | 3.0 | 6.0 | 0.0 | 0.0 | 2.0 | 1.0 | 0.0 | 0.0 | 3.0 | 0 |
| 8 | 5 | 2 | 0 | 0 | 5.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 22.0 | 1.0 | 5.0 | 6.0 | 0.0 | 0.0 | 3.0 | 1.0 | 0.0 | 0.0 | 4.0 | 0 |
| 9 | 6 | 2 | 0 | 0 | 4.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 26.0 | 1.0 | 7.0 | 6.0 | 0.0 | 0.0 | 4.0 | 1.0 | 0.0 | 0.0 | 5.0 | 0 |
| Семестр | Форма обучения | Квалификация | незачет сразу | зачет сразу | удовлетворительно сразу | хорошо сразу | отлично сразу | зачет с исправлением | удовлетворительно с исправлением | хорошо с исправлением | отлично с исправлением | незачет до исправления | зачет до исправления | удовлетворительно до исправления | хорошо до исправления | Накоп незачет сразу | Накоп зачет сразу | Накоп удовлетворительно сразу | Накоп хорошо сразу | Накоп отлично сразу | Накоп зачет с исправлением | Накоп удовлетворительно с исправлением | Накоп хорошо с исправлением | Накоп отлично с исправлением | Накоп незачет до исправления | Накоп зачет до исправления | Накоп удовлетворительно до исправления | отчислен | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 25262 | 3 | 2 | 0 | 1 | 4.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 | 21.0 | 5.0 | 13.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 25263 | 3 | 2 | 0 | 1 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 22.0 | 6.0 | 13.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 25264 | 3 | 2 | 0 | 0 | 3.0 | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 25.0 | 8.0 | 14.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 25265 | 4 | 2 | 0 | 0 | 3.0 | 1.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 28.0 | 9.0 | 17.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 25266 | 5 | 2 | 0 | 0 | 6.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 34.0 | 9.0 | 18.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 25267 | 6 | 2 | 0 | 0 | 6.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 40.0 | 9.0 | 20.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 25268 | 7 | 2 | 0 | 0 | 4.0 | 0.0 | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 44.0 | 9.0 | 22.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 25269 | 8 | 2 | 0 | 0 | 5.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 8.0 | 49.0 | 9.0 | 23.0 | 3.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1 |
| 25270 | 9 | 2 | 0 | 0 | 2.0 | 1.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 8.0 | 51.0 | 10.0 | 25.0 | 3.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1 |
| 25271 | 10 | 2 | 0 | 0 | 1.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 52.0 | 10.0 | 27.0 | 3.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1 |
Most frequently occurring
| Семестр | Форма обучения | Квалификация | незачет сразу | зачет сразу | удовлетворительно сразу | хорошо сразу | отлично сразу | зачет с исправлением | удовлетворительно с исправлением | хорошо с исправлением | отлично с исправлением | незачет до исправления | зачет до исправления | удовлетворительно до исправления | хорошо до исправления | Накоп незачет сразу | Накоп зачет сразу | Накоп удовлетворительно сразу | Накоп хорошо сразу | Накоп отлично сразу | Накоп зачет с исправлением | Накоп удовлетворительно с исправлением | Накоп хорошо с исправлением | Накоп отлично с исправлением | Накоп незачет до исправления | Накоп зачет до исправления | Накоп удовлетворительно до исправления | отчислен | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 215 | 1 | 0 | 2 | 0 | 4.0 | 0.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 0.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 232 |
| 284 | 1 | 0 | 3 | 0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 171 |
| 713 | 2 | 0 | 2 | 0 | 4.0 | 0.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 0.0 | 0.0 | 6.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 128 |
| 222 | 1 | 0 | 2 | 0 | 4.0 | 0.0 | 1.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 0.0 | 1.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 118 |
| 826 | 2 | 0 | 3 | 0 | 2.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 97 |
| 1232 | 3 | 0 | 3 | 0 | 4.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 94 |
| 1365 | 4 | 0 | 3 | 0 | 2.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 81 |
| 392 | 1 | 2 | 0 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 7.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | 78 |
| 231 | 1 | 0 | 2 | 0 | 4.0 | 0.0 | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 0.0 | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 73 |
| 19 | 1 | 0 | 0 | 0 | 4.0 | 0.0 | 3.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 0.0 | 3.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 68 |